WHAT LIES BEHIND THE DEBATE: DIFFERENT VIEWS ABOUT EVIDENCE
On the particularist view, you can have evidence for individual hypotheses, and you can have evidence for a set of hypotheses, but only if you have evidence for each hypothesis in the set.
On the holist view, you can have evidence for the set but not evidence for any particular hypothesis in the set. So the question is: What sense of “evidence” is being employed in each view?Both the holist and the particularist, of the sorts I am considering, invoke a concept of explanation in their views of evidence. For both, e is evidence for a set of hypotheses H only if there is some kind of explanatory connection between H and e. Now, one way—perhaps the only way—to generate a holistic doctrine is to understand “explains” in a deductive way, according to which a set of hypotheses H potentially explain e only if H deductively entails e. (On this view, for H to correctly explain e, the hypotheses in H must be true.) And if H potentially explains e, then e is evidence that H. (In Whewell's more sophisticated version, if H deductively explains e, then e is evidence that H, provided that the set H is “consilient” and “coherent.”)
Now, the present holist, who understands “explains” in a deductive way, wants to deal with a set of hypotheses H in which each hypothesis is necessary to derive the results described in e. He doesn't want to say that if H explains e, then so does H conjoined with any arbitrary statement H'. Yet if H entails e, then so does the conjunction H & H'. Indeed, in Hempel's “deductive-nomological” model of explanation, it is required that for a set of hypotheses to potentially explain
some phenomena e, each member of the set must be necessary for the deduction. So, on the corresponding deductive- explanatory view of evidence, e is evidence for the set H only if all the hypotheses in H together deductively entail e and no subset in H does.
In general, however, even when deductively irrelevant hypotheses have been pruned from the set H, many hypotheses will remain, each of which is necessary to derive e. On the present view, then, we generate evidential holism, since e is derivable only from the entire set, not from any individual hypothesis or subset of them.One problem here is that the deductive account of explanation, whether Hempel's or Whewell's more demanding one (requiring “consilience” and “coherence”), is subject to serious counterexamples. These show that the requirements for an explanation proposed by these accounts are neither necessary nor sufficient. (See section 6 below, for examples.)
A potentially more serious problem pertains to the central idea of defining “evidence” in such a way that if the set of hypotheses H potentially explains some established phenomena e, then e is evidence that H. Another way of putting this central idea is that if H, if true, correctly explains e, then e is evidence that H. The problem, which arises whether or not “explains” is understood in a deductive way, is how to respond to the “competing explanation” (or “competing hypothesis”) objection noted in chapter 3, section 2. Suppose that H, if true, would correctly explain e. In general, the objection goes, there are competing sets of hypotheses which, if they were true, would correctly explain e. Yet it would seem absurd to say that e is evidence for each of these competing sets.
Whether the objection is valid or not depends on what else can be said about the original and alternative explanations. When Newton confronts this objection in his discussion of Rule 4, his reply is that if your theory has proper causal and inductive support (that accords with his Rules 1-3), and if the competing theory has no such support, then the fact that there is a competing theory does not, in his terms, “nullify” the causal and inductive support for the original.
Whewell, as Mill notes, omits this causal-inductive requirement.
So, Whewell is subject to the “competing explanation” objection in this form: if your theory H, if true, correctly explains e, then, if there is a competitor H' that, if true, would also correctly explain e, then e cannot be evidence that h, at least not evidence sufficient to believe h. To this, Whewell might respond that when, in addition to deductive explanation, we require consilience and coherence, we rule out competing hypotheses. That is, if H is a set of hypotheses, and if these hypotheses together entail a set of observational claims e, and if H is consilient and coherent, then if the claims in e are true, the fact that they are is evidence that H. This will be so, since under these conditions there will be no other competing set of hypotheses with the same advantages.To this we might respond: How does Whewell know this? He doesn't even give an argument! Perhaps Whewell didn't know about, or live long enough to know about, competing versions of the nineteenth-century wave theory, and particularly versions of the ether, that were championed. One invokes a continuous ether, another an ether composed of discrete particles. In an article on the ether, Maxwell says that it might be thought that the fact that the ether is elastic and compressible
is a proof that the medium [the ether] is composed of separate parts having void spaces between them. But [Maxwell continues] there is nothing inconsistent with experience in supposing elasticity or compressibility to be properties of every portion, however small, into which the medium can be conceived to be divided, in which case the medium would be strictly continuous.[122]
These versions of the wave theory, though conflicting, explain lots of different optical phenomena (including rectilinear propagation, reflection, refraction, diffraction, interference, etc.) known during the nineteenth century. Indeed, there are at least three versions of the wave theory: one postulates a continuous ether, one postulates a discontinuous ether, and one postulates an ether but makes no claim about continuity or discontinuity.
Now, these three versions of the wave theory are all committed to the idea that the ether, whether continuous or discontinuous, is a substance subject to mechanical, Newtonian laws. They are compatible with the optical phenomena known during this period (before the Michaelson-Morley experiments in 1887). And they are reasonably consilient and coherent in their explanations of those optical phenomena. Are we to conclude that, although two of the three are incompatible with each other, the known optical phenomena constitute evidence for all three? Here, I think, we confront a damaging form of Mill's competing-hypothesis objection. (“Damaging forms” of the objection are ones applied to cases in which we have two or more competing theories, each compatible with the known phenomena, where all anyone defending one of these competitors can say is that his theory, if true, correctly explains the phenomena, even adding that his theory is consilient and coherent.)If we seek to employ an explanatory concept of evidence, avoid both the competing-hypothesis objection (in damaging forms), as well as the problems facing a deductive account of explanation, and try to settle the holism-particularism debate, we need to look elsewhere. I shall do so by using one of the explanatory concepts of evidence introduced in chapter 1, viz. (potential) A-evidence,[123] which I defined as follows:
e is (potential) A-evidence that h if and only if it is more probable than not that, given e, there is an explanatory connection between h and e (p(E(h,e)/e) > '/2); e is true; e does not entail h.
This definition avoids the competing hypothesis objection, since if p(E(h,e)/e) > %, then for any competing hypothesis h', p(E(h',e)/e) < Th This definition, I will show, employs a concept of correct explanation that avoids the standard counterexamples to deductive accounts of correct explanation. The important question is whether the definition can be used to support holism, particularism, or neither. The answer must await section 8.
The definition above appeals to the idea of an explanatory connection. As indicated in chapter 1, there is such a connection between h and e if and only if h correctly explains why e is true; or e correctly explains why h is true; or some hypothesis correctly explains why both e and h are true. But now we need to dig deeper and provide an account of a “correct explanation” that allows us to address the holismparticularism debate and avoids problems with deductive accounts of explanation.16
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